Neural network applications in control [ Livre] / George, Irwin ; Kevin, Warwich
Langue: Anglais ; de l'oeuvre originale, Anglais.Publication : IEEE PRESS, 1995, LondonDescription : XIV-295 p.ISBN: 0852968523.Collection: IEE control engineering series, 53Classification: I Intelligence artificielle, Machine Learning et Data ScienceRésumé: Neural networks are an exciting technology of growing importance in real industrial situations, particularly in control and systems. This book aims to give a detailed appreciation of the use of neural nets in these applications; it is aimed particularly at those with a control or systems background who wish to gain an insight into the technology in the context of real applications. The book introduces a wide variety of network types, including Kohenen nets, n-tuple nets and radial basis function networks, as well as the more usual multi-layer perception back-propagation networks. It begins by describing the basic principles and some essential design features, then goes on to examine in depth several application studies illustrating a range of advanced approaches to the topic..Sujet - Nom commun: Réseaux neuronaux (informatique) | Commande automatique| Current location | Call number | Status | Notes | Date due | Barcode |
|---|---|---|---|---|---|
| ENS Rennes - Bibliothèque Informatique | I IRW (Browse shelf) | Available | I Intelligence artificielle, Machine Learning et Data Science | 00003064 |
Neural networks are an exciting technology of growing importance in real industrial situations, particularly in control and systems. This book aims to give a detailed appreciation of the use of neural nets in these applications; it is aimed particularly at those with a control or systems background who wish to gain an insight into the technology in the context of real applications.
The book introduces a wide variety of network types, including Kohenen nets, n-tuple nets and radial basis function networks, as well as the more usual multi-layer perception back-propagation networks. It begins by describing the basic principles and some essential design features, then goes on to examine in depth several application studies illustrating a range of advanced approaches to the topic.